Data Exploration Let us first start with exploring our data set, to better understand the patterns in the data and potentially variables.

Handling the Missing values

Resampling: Random Over-Sampling

Feature Selection

Model 1 : Random Forest

MOdel 2: Logistic Regression

Model 3: GaussianNB

Model 4: Decision Tree

Regression Models

Objective to Predict total Delay time and arival delay time

DepDelayMinutes